Mohammed-Khubaib/ML

• All Classifiers in one Place

• pandas_numpy_scipy

  • pandas_numpy_scipy.ipynb
  • data.csv
  • dataset1.csv
  • dataset2.csv

• Liniear_Regession.ipynb

• Multiple Linear Regression.ipynb

• Logistic regression

  • Logistic_Regression.ipynb
  • Logistic_Iris.csv

• DecisionTree

  • Decision_Tree.ipynb
  • Logistic_Iris.csv

• KNN

  • KNN.ipynb
  • Logistic_Iris.csv

• K means

  • k_means.ipynb
  • Logistic_Iris.csv

• Naive Baies

  • Naive_Baies.ipynb
  • Logistic_Iris.csv

• Support Vector Machine

  • SVM.ipynb
  • Logistic_Iris.csv

• Agglomerative

  • Agglomerative.ipynb
  • Logistic_Iris.csv

• Ensemble Techniques : Boosting,Bagging,Random Forest

  • Boosting.ipynb
  • Bagging.ipynb
  • Random Forest.ipynb
  • Logistic_Iris.csv

• Performance matrics = True Possitive Rate ,False Possitive Rate ,Recall ,Accuracy , Precision

  • performance_matrics.ipynb
  • Logistic_Iris.csv